IQumulus

What IQumulus does

IQumulus, founded in 2012 and headquartered in Austin, Texas, is a privately held Industrial Data Science Products and Services firm operating at the intersection of AI/ML consulting and proprietary platform delivery. The company serves asset-intensive industries — including oil & gas exploration & production, independent energy, and Fortune 500 corporations — as well as US government clients requiring secure, locally deployed AI. Its core technology comprises two proprietary offerings: CorpFinML©, a Private AI for Corporate Finance combining corporate finance tradecraft with machine learning to deliver Executive Decision Intelligence; and Scientific Machine Learning (SciML), a platform for predictive analytics including Deepsea Flow Assurance for subsea and subsurface operations. The company emphasizes local, secure, safe deployment rather than cloud-dependent AI, positioning for clients with data sovereignty and critical-infrastructure requirements.

The firm operates a four-pillar services portfolio — Advisory, Engineering, Government, and Education — alongside its product platforms, and holds US federal contracting credentials (UEI: H1BZZ567FLH5, CAGE: 0QYJ5). The co-founders are listed as Christer M. Vasseng and Gaute Solaas (Co-founder & CEO), and the company markets more than 30 years of combined team expertise in Scientific Machine Learning and Corporate Finance.

IQumulus runs a sales-led, direct enterprise go-to-market with consultative engagement targeted at C-suite and operational decision-makers. Pricing is not publicly disclosed and is quote-based. The business model combines professional services revenue (Advisory, Engineering, Government, Education engagements) with AI/ML product and licensing revenue, including the CorpFinML© and SciML platforms. Marketing is conducted primarily through organic channels — Twitter/X, LinkedIn, Medium, and website Resources (including educational videos and an interactive AI map). The company is funded by a single disclosed $150,000 round raised on 2014-01-29, with no subsequent funding events disclosed.

Name

IQumulus

Legal name

IQumulus

Website

https://iqumulus.com

Company type

Private

Founded year

2012

Operating status

Operating

Headcount range

11–50 employees

Short description

IQumulus is a privately held, Austin-based Industrial Data Science firm that develops proprietary AI/ML platforms — including CorpFinML© for Corporate Finance and Scientific Machine Learning for industrial analytics — to deliver secure, locally deployed decision intelligence for asset-intensive industries and government clients.

Ownership category

akta.pro rank

Product category

Industrial AI/ML Software Platforms

akta.pro industry

PRIMARYBPAEAHAF

AI/ML Engineering & Model Development Services

Business & Public Services/IT & Digital Services (Managed Services, Systems Integration)/Data, Analytics & AI Services

SECONDARYHDAEANAA

End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management)

Hardware, Technology & Telecom/Enterprise Platforms & Databases/Artificial Intelligence Platforms for Enterprise

Keywords

• Industrial AI platforms
• Corporate finance AI
• Scientific machine learning
• AI consulting services
• Operational AI deployment

Headquarters

HQ city

Austin

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Operations, Marketing or Sales

Revenue model

1. Professional Services: Advisory, Engineering, Government, and Education service offerings providing specialized industrial data science consulting and implementation services to asset-intensive industries and government clients.
2. AI/ML Products and Licenses: Proprietary AI/ML products including CorpFinML for Corporate Finance and SciML for industrial applications, likely delivered as licensed solutions or managed services.

Go-to-market motion1 record

Distribution channels1 record

Marketing channels4 records

Core offering

IQumulus (IQ) delivers proprietary AI/ML platforms—CorpFinML© for Corporate Finance and Scientific Machine Learning (SciML) for industrial operations—combined with Advisory, Engineering, Government, and Education services. The firm operationalizes AI locally, securely, and safely for asset-intensive industries (oil & gas E&P, energy, manufacturing) and government clients that cannot rely on cloud-dependent AI for critical decision-making.

Product overview

IQumulus (IQ) is a global Industrial Data Science Products and Services firm that offers a unified portfolio centered on CorpFinML© (the proprietary private AI for Corporate Finance) and Scientific Machine Learning (SciML) technology platforms. The company delivers Executive Decision Intelligence solutions through AI/ML operationalized locally, securely, and safely for asset-intensive industries (including Oil & Gas E&P) and government sectors. Services include Advisory, Engineering, Government, and Education offerings, providing an integrated approach to deploying modern AI across critical industries.

Differentiator

Problem solved

Functional benefit

Brands

• CorpFinML©: Private AI for Corporate Finance developed by IQumulus

Products and services

• CorpFinML© Proprietary private AI platform for Corporate Finance that delivers Executive Decision Intelligence for global Fortune 500 corporations and global O&G E&P (Oil & Gas Exploration & Production) companies, combining more than 30 years of Corporate Finance tradecraft with machine learning for corporate finance applications.
• Scientific Machine Learning (SciML) Scientific Machine Learning platform for predictive analytics, including Deepsea Flow Assurance analytics for global independent energy companies and field operator decision support in subsea and subsurface operations.
• Advisory Services Consulting services for operationalizing modern AI/ML locally, securely, and safely in asset-intensive industries and government sectors, providing executive decision intelligence advisory.
• Engineering Services Technical engineering services for implementing AI/ML solutions in critical industries with a focus on Operational AI deployment and integration into client environments.
• Government Services Specialized AI/ML services for government operational requirements, emphasizing secure and safe AI deployment for critical infrastructure and government-critical operations.
• Education Services Educational resources including a field guide to machine intelligence covering Symbolic, Statistical, and Neural AI approaches and their overlaps, plus videos on AI fundamentals, differentiation, specialization, and The Modern Transformation Paradigm.

Named customers3 records

Segments2 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability5 records

Feature3 records

Scale indicators2 records

Recent moves6 records

Expansion highlights4 records

Direct peers

• C3.ai: Enterprise AI software platform purpose-built for asset-intensive industries (oil & gas, manufacturing, defense). Closely comparable to IQumulus in targeting Fortune 500 industrial buyers with pre-built AI applications, though at vastly greater scale.
• Palantir Technologies: Provides AI-driven decision intelligence platforms to government agencies and large industrial enterprises (including energy). Comparable on the dual government + asset-intensive customer overlap and on-prem/secure deployment model that IQumulus emphasizes.
• Uptake Technologies: Industrial AI and asset performance software serving energy, rail, and heavy industry. Comparable predictive-analytics and asset-intensive-industry positioning, though at larger scale than IQumulus.
• Beyond Limits: Industrial and operational AI company serving energy and government clients with cognitive AI solutions for asset-intensive environments. Closely mirrors IQumulus's combined energy + government go-to-market and emphasis on secure, explainable AI.
• SparkCognition: AI solutions for asset-intensive industries including oil & gas, energy, and manufacturing, with offerings spanning predictive maintenance and operational AI. Directly overlaps IQumulus's SciML and asset-intensive vertical focus.

Broad incumbents

• Honeywell Forge: Industrial AI and analytics suite from Honeywell targeting oil & gas, refining, and process operators. Comparable to IQumulus in deploying analytics into operational technology environments, but as part of a much larger industrial conglomerate portfolio.
• SAS Institute: Long-established analytics, AI, and decision intelligence vendor with deep penetration across industrial, energy, and government buyers. Comparable in serving Fortune 500 decision-intelligence use cases, but as part of a broad portfolio rather than an industrial-data-science niche.
• AVEVA: Industrial software and AI/data platform for process industries including oil & gas, energy, and manufacturing. Overlaps IQumulus's asset-intensive-industry predictive-analytics focus at the data-platform layer.
• Booz Allen Hamilton: Federal and government-focused consulting and engineering firm that operationalizes AI/ML for US government and critical-infrastructure clients. Comparable to IQumulus on the government AI/ML services and federal-contractor go-to-market, though at vastly greater scale.

Emerging players

• UReason: Asset performance and predictive analytics specialist for industrial operators including oil & gas. Compares to IQumulus's SciML deepsea flow assurance capability but at a smaller, more product-led footprint.

Market position

Strengths4 records

Weaknesses4 records

Competitive moat4 records

Key risks6 records

Key highlights5 records

Customer concentration

• Xtwitter.com/IQmulus
• LinkedInlinkedin.com/company/iqumulus-com

Revenue estimate

Valuation estimate

Number of profiles

Profiles2 records

Funding overview

Funding rounds1 record

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about IQumulus